A science-based heuristic to guide sector-level SDG investment strategy - Supplementary material

This is the supplementary material of the manuscript titled "A science-based heuristic to guide sector-level SDG investment strategy".Two files relating to the abovementioned article are included.1) The "Supplementary_material.pdf" includes methodological details of the manuscript (e.g. selection process of articles), supporting information for the analysis on Causal Loop Diagrams and additional figures.2) The "Supplementary_material_dataset.csv" contains the causal mechanisms of impacts (see ‘Abbreviated_mechanism’ variable) and the details of the publication from which the mechanism is extracted. The publications included in the dataset were retrieved from Google Scholar, for more information see "Supplementary_material.pdf". A description of the dataset variables is provided below:<b>SDGx_Sectory</b>: the SDG-sector combination. Letter ‘x’ refers to number 1:16 of the Sustainable Development Goals (SDGx) and letter ‘y’ refers to economic sectors 1:81. For information on economic sectors included, see "Supplementary_material.pdf".<b>Author(s)</b>: authors of the publication. ‘No result’ indicates that no reliable or scientific data was found on the mechanisms and impacts of sectors on the SDGs. ‘Expert judgement’ indicates that an important consideration was missing in the literature and the information under the ‘Abbreviated_mechanism’ variable was included by the authors of this paper.<b>Title</b>: title of the publication. ‘<b>No result</b>’ indicates that no reliable or scientific data was found on the mechanisms and impacts of sectors on the SDGs. ‘<b>EJ</b>’ indicates that an important consideration was missing in the literature and the information under the ‘Abbreviated_mechanism’ variable was included by the authors of this paper.<b>Publication</b>: journal name or publication outlet. Empty cell means no information on this variable was found. See above for ‘No result’ and ‘EJ’.<b>Volume</b>: volume of the publication. See above for ‘No result’, ‘EJ’ and empty cells.<b>Number</b>: volume number of the publication. See above for ‘No result’, ‘EJ’ and empty cells.<b>Year</b>: year article was published. See above for ‘No result’, ‘EJ’ and empty cells.<b>Publisher</b>: publishing office. See above for ‘No result’, ‘EJ’ and empty cells.<b>DOI_or_link</b>: Digital Object Identifier or link associated with the publication. See above for ‘No result’, ‘EJ’ and empty cells<b>Abbreviated_mechanism</b>: a brief description of the causal mechanism of impact, capturing how a specific economic sector (Y) impacts a specific SDG (X). ‘No result’ indicates that no reliable or scientific data was found on the mechanisms and impacts of sectors on the SDGs. Where ‘(EJ)’ is inserted at the end of the mechanism, it indicates that an important consideration was missing in the literature and the information under the ‘Abbreviated_mechanism’ variable was included by the authors of this paper.

本内容为题为《基于科学的启发式方法以指导部门层面可持续发展目标投资策略》的手稿补充材料。本数据集包含与上述论文相关的两份文件：
1. 《Supplementary_material.pdf》：涵盖手稿的方法学细节（如文献筛选流程）、因果循环图（Causal Loop Diagrams）分析的支撑信息，以及额外附图。
2. 《Supplementary_material_dataset.csv》：包含影响的因果机制（详见`Abbreviated_mechanism`变量）以及该机制来源文献的详细信息。本数据集收录的文献均从谷歌学术（Google Scholar）检索获取，更多信息请参见《Supplementary_material.pdf》。

下文为数据集变量说明：
**SDGx_Sectory**：SDG-行业组合。其中字母`x`代表可持续发展目标（Sustainable Development Goals, SDGs）的1至16号目标，字母`y`代表1至81号经济行业。如需了解收录的经济行业详情，请参见《Supplementary_material.pdf》。
**Author(s)**：文献作者。若标注为"No result"，表示未找到关于行业对可持续发展目标影响机制的可靠科学数据；若标注为"Expert judgement"，表示该主题在现有文献中存在重要考量缺失，`Abbreviated_mechanism`变量下的信息由本文手稿作者补充。
**Title**：文献标题。标注"<b>No result</b>"表示未找到关于行业对可持续发展目标影响机制的可靠科学数据；标注"<b>EJ</b>"表示该主题在现有文献中存在重要考量缺失，`Abbreviated_mechanism`变量下的信息由本文手稿作者补充。
**Publication**：期刊名称或发表载体。空单元格表示未获取到该变量的相关信息，"No result""EJ"的含义同上。
**Volume**：文献卷号。"No result""EJ"及空单元格的含义同上。
**Number**：文献期号。"No result""EJ"及空单元格的含义同上。
**Year**：文献发表年份。"No result""EJ"及空单元格的含义同上。
**Publisher**：出版机构。"No result""EJ"及空单元格的含义同上。
**DOI_or_link**：文献的数字对象标识符（Digital Object Identifier, DOI）或关联链接。"No result""EJ"及空单元格的含义同上。
**Abbreviated_mechanism**：影响因果机制的简要描述，阐明特定经济行业（y）对特定可持续发展目标（x）的影响路径。标注"No result"表示未找到关于行业对可持续发展目标影响机制的可靠科学数据；若机制末尾标注"(EJ)"，则表示该主题在现有文献中存在重要考量缺失，`Abbreviated_mechanism`变量下的信息由本文手稿作者补充。